Vespa alternatives

The 12 products closest to Vespa in what they do and who they're for, best match first.

Exa — Provides high-accuracy web search and deep research endpoints for AI agents. (Search, Freemium)
SearchCLI — Provides a stable, reviewable CLI for managing Volcengine AI search workflows. (Search, Free)
Weaviate — Stores data objects and vectors for semantic and hybrid search capabilities. (Code, Freemium)
Pinecone — Provides high-speed, governed knowledge retrieval for AI applications. (Code, Freemium)
Firecrawl — Provides direct web data access for AI agents with open source flexibility. (Search, Freemium)
Searchbase — Independent web access with support for REST, MCP, self-hosting, and managed cloud. (Search, Freemium)
zvec — It is a pure local, serverless vector database providing fast hybrid search. (Code, Free)
DeepSearcher — Performs evaluation and reasoning based on private enterprise data using various models. (Research, Free)
seekdb — Unifies relational, vector, and text data for production-grade AI agents. (Code, Free)
Orama — Runs in browsers, servers, and edge networks with zero dependencies. (Search, Freemium)
Meilisearch — It returns answers in less than 50 milliseconds with out-of-the-box relevancy. (Search, Freemium)
Jina — It provides reliable reader and search APIs optimized for LLMs and RAG systems. (Search, Freemium)